Automated recognition of asymmetric gait and fatigue gait using ground reaction force data

Automated recognition of asymmetric gait and fatigue gait using ground reaction force data

Introduction: The purpose of this study was to evaluate the effect of running-induced fatigue on the characteristic asymmetry of running gait and to identify non-linear differences in bilateral lower limbs and fatigued gait by building a machine learning model.Methods: Data on bilateral lower limb t...

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Bibliographic Details
Main Authors: Zixiang Gao, Yining Zhu, Yufei Fang, Gusztáv Fekete, András Kovács, Julien S. Baker, Minjun Liang, Yaodong Gu
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Physiology
Subjects:
symmetry function
fatigue gait
statistical parameter mapping
running
support vector machine
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2023.1159668/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2023.1159668/full

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